Staff Machine Learning Engineer (PhD)

San Francisco, California, United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive, Biotechnology, Artificial IntelligenceIndustries

Requirements

Candidates must possess a PhD in Physics or a related field and have at least 5 years of experience building and deploying machine learning models from scratch. A deep understanding of machine learning algorithms and techniques, strong analytical and problem-solving skills, and a passion for the real-world application of machine learning are essential.

Responsibilities

The Staff Machine Learning Engineer will architect and deploy advanced ML models to address critical business challenges and drive strategic initiatives. This includes owning the end-to-end modeling process, conducting data preparation and analysis, and collaborating with cross-functional teams to productize and deploy models into production systems. The role also involves contributing to large-scale company initiatives and leveraging LLMs and custom-built components to optimize the company's chatbot and voicebot.

Skills

Machine Learning

Deep Learning

LLMs

Data Preparation

Data Analysis

Model Deployment

Model Maintenance

User Behavior Modeling

Chatbot Optimization

Voicebot Optimization

Jerry

Digital platform for car insurance and services

About Jerry

Jerry is a digital platform that helps car owners manage their expenses by providing a mobile app called AllCar™. This app allows users to compare insurance policies, refinance car loans, and monitor repair costs, while also rewarding good driving habits. Jerry stands out from competitors by offering a user-friendly experience that can lead to significant savings, with some users reporting reductions in insurance payments of up to $300 per month. The company's goal is to simplify car ownership by providing a comprehensive solution for insurance, financing, and maintenance.

Palo Alto, CaliforniaHeadquarters

2017Year Founded

$222.8MTotal Funding

DEBTCompany Stage

Automotive & Transportation, Consumer Software, FintechIndustries

201-500Employees

Benefits

401K / Retirement Plan

Performance Bonus

Dental Insurance

Health & Wellness Package

Paid Time Off

Risks

Data privacy scrutiny may challenge Jerry's operations and regulatory compliance.

Rising pedestrian accidents could increase insurance premiums, affecting competitive rates.

New features like GarageGuard require significant investment, straining financial resources.

Differentiation

Jerry offers a comprehensive app for car insurance, loans, and maintenance.

The AllCar™ App rewards users for safe driving habits, enhancing user engagement.

Jerry simplifies car ownership with a seamless process for switching insurance providers.

Upsides

Recent $110M funding boosts Jerry's service expansion and tech infrastructure.

AI integration in insurance comparison enhances personalized offerings and customer satisfaction.

GarageGuard and DriveShield features attract users with comprehensive car management solutions.

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